{"id":"W2757147162","doi":"10.1016/j.hrthm.2017.06.039","title":"HRS Clinical Document Development Methodology Manual and Policies: Executive summary","year":2017,"lang":"en","type":"article","venue":"Heart Rhythm","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Southlake Regional Health Center","funders":"","keywords":"Executive summary; Guideline; Medicine; General partnership; Executive committee; Clinical Practice; Task force; Professional association; Medical education; Process (computing); Public relations; Political science; Business; Family medicine; Management; Public administration; Law; Pathology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1138337,0.001669493,0.002634643,0.01630262,0.002679761,0.01008233,0.004781197,0.005977439,0.1318095],"category_scores_gemma":[0.3466252,0.003487777,0.002713683,0.01084141,0.002120549,0.005305658,0.004605795,0.006297686,0.1778484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004928559,"about_ca_system_score_gemma":0.04995341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009872712,"about_ca_topic_score_gemma":0.008419536,"domain_scores_codex":[0.9073042,0.03544388,0.02720861,0.002355246,0.02581963,0.0018684],"domain_scores_gemma":[0.4644353,0.2453643,0.04031505,0.03345,0.210286,0.006149327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000140271,0.000149202,0.0006587071,0.001555203,0.00002489059,0.00004419354,0.0002549233,0.0002907492,0.000284543,0.001726951,0.927987,0.06688346],"study_design_scores_gemma":[0.0004654786,0.0001559096,0.003621122,0.004872947,0.0001063605,0.0001389786,0.0004014498,0.0007954978,0.001441311,0.003059255,0.9848504,0.00009148134],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.004930026,0.005206497,0.1581386,0.1078009,0.02262389,0.05739087,0.4015398,0.04192219,0.2004471],"genre_scores_gemma":[0.01448482,0.01041137,0.3620195,0.02829392,0.008390968,0.07082772,0.3150538,0.01916023,0.1713576],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1318095,"threshold_uncertainty_score":0.6020173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4433663453839249,"score_gpt":0.5838726468818276,"score_spread":0.1405063014979027,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}